Description

This program utilizes TF-IDF and SVM to predict patient engagement in text-based suicide hotline.

Installation & Implementation

To run the program, execute all the code in driver.py file under python environment. The program will run the pipeline and report the result of model evaluation. To tune the model, hyperparameters are set in driver.py file.

The packages that may require installation: spaCy, sklearn, numpy, matplotlib, pandas

To intall spaCy, follow the link https://spacy.io/usage. To install sklearn, follow the link https://scikit-learn.org/stable/install.html. Other packages can be installed directly through pip or conda.